Author
Julian Liu
Founder and Lead Analyst
Julian Liu founded Open Variable Research and is responsible for its published research, evidence standards, revisions, and corrections.
Research responsibility
Published work separates disclosed facts, established theory, institutional views, analytical interpretation, and conditional scenarios. Each report states what would strengthen, weaken, revise, or withdraw its conclusion.
The author profile does not imply external peer review or an institutional team that has not been disclosed.